diff --git a/tensorflow/core/kernels/conv_ops_benchmark_test.cc b/tensorflow/core/kernels/conv_ops_benchmark_test.cc
index 2f99414f5df..339c8e2dda6 100644
--- a/tensorflow/core/kernels/conv_ops_benchmark_test.cc
+++ b/tensorflow/core/kernels/conv_ops_benchmark_test.cc
@@ -574,7 +574,7 @@ using fp32 = float;
 using fp16 = Eigen::half;
 
 // ResNet50-ish convolutions.
-#define BENCHMARK_DTYPE(DATA_FORMAT, BATCH, T)                       \
+#define BENCHMARK_RESNET50(DATA_FORMAT, BATCH, T)                    \
   BM_Conv2DFmt(T, DATA_FORMAT, BATCH, 56, 56, 64, 1, 1, 64, gpu);    \
   BM_Conv2DFmt(T, DATA_FORMAT, BATCH, 56, 56, 64, 1, 1, 256, gpu);   \
   BM_Conv2DFmt(T, DATA_FORMAT, BATCH, 56, 56, 256, 1, 1, 64, gpu);   \
@@ -588,7 +588,30 @@ using fp16 = Eigen::half;
   BM_Conv2DFmt(T, DATA_FORMAT, BATCH, 14, 14, 256, 1, 1, 256, gpu);  \
   BM_Conv2DFmt(T, DATA_FORMAT, BATCH, 14, 14, 256, 1, 1, 1024, gpu); \
   BM_Conv2DFmt(T, DATA_FORMAT, BATCH, 14, 14, 1024, 1, 1, 256, gpu); \
-  BM_Conv2DFmt(T, DATA_FORMAT, BATCH, 14, 14, 256, 3, 3, 256, gpu);
+  BM_Conv2DFmt(T, DATA_FORMAT, BATCH, 14, 14, 256, 3, 3, 256, gpu)
+
+// NASnet-ish convolutions (Tensorflow models: slim/nets/nasnet).
+#define BENCHMARK_NASNET(DATA_FORMAT, BATCH, T)                       \
+  BM_Conv2DFmt(T, DATA_FORMAT, BATCH, 165, 165, 96, 1, 1, 96, gpu);   \
+  BM_Conv2DFmt(T, DATA_FORMAT, BATCH, 83, 83, 84, 1, 1, 84, gpu);     \
+  BM_Conv2DFmt(T, DATA_FORMAT, BATCH, 42, 42, 336, 1, 1, 336, gpu);   \
+  BM_Conv2DFmt(T, DATA_FORMAT, BATCH, 42, 42, 168, 1, 1, 168, gpu);   \
+  BM_Conv2DFmt(T, DATA_FORMAT, BATCH, 21, 21, 1008, 1, 1, 1008, gpu); \
+  BM_Conv2DFmt(T, DATA_FORMAT, BATCH, 21, 21, 336, 1, 1, 336, gpu);   \
+  BM_Conv2DFmt(T, DATA_FORMAT, BATCH, 11, 11, 672, 1, 1, 672, gpu);   \
+  BM_Conv2DFmt(T, DATA_FORMAT, BATCH, 21, 21, 2016, 1, 1, 2016, gpu); \
+  BM_Conv2DFmt(T, DATA_FORMAT, BATCH, 11, 11, 2688, 1, 1, 2688, gpu); \
+  BM_Conv2DFmt(T, DATA_FORMAT, BATCH, 11, 11, 4032, 1, 1, 4032, gpu)
+
+#define BENCHMARK_DTYPE(DATA_FORMAT, BATCH, T) \
+  BENCHMARK_RESNET50(DATA_FORMAT, BATCH, T);   \
+  BENCHMARK_NASNET(DATA_FORMAT, BATCH, T)
+
+BENCHMARK_DTYPE(NHWC, 16, fp32);
+BENCHMARK_DTYPE(NCHW, 16, fp32);
+
+BENCHMARK_DTYPE(NHWC, 16, fp16);
+BENCHMARK_DTYPE(NCHW, 16, fp16);
 
 BENCHMARK_DTYPE(NHWC, 32, fp32);
 BENCHMARK_DTYPE(NCHW, 32, fp32);